open-llm-leaderboard/securin__Securin-LLM-V2.5-Qwen-1.5B-details

Dataset Card for Evaluation run of securin/Securin-LLM-V2.5-Qwen-1.5B

Dataset automatically created during the evaluation run of model securin/Securin-LLM-V2.5-Qwen-1.5B The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.

The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.

An additional configuration "results" store all the aggregated results of the run.

To load the details from a run, you can for instance do the following:

from datasets import load_dataset
data = load_dataset(
    "open-llm-leaderboard/securin__Securin-LLM-V2.5-Qwen-1.5B-details",
    name="securin__Securin-LLM-V2.5-Qwen-1.5B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-12-08T03-47-12.441291 (note that there might be results for other tasks in the repos if successive evals didn't cover the same tasks. You find each in the results and the "latest" split for each eval):

{
    "all": {
        "leaderboard": {
            "acc_norm,none": 0.3075625891814762,
            "acc_norm_stderr,none": 0.005095800018430659,
            "exact_match,none": 0.0075528700906344415,
            "exact_match_stderr,none": 0.002374052560759306,
            "inst_level_loose_acc,none": 0.2014388489208633,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.16148603723404256,
            "acc_stderr,none": 0.003354839707783808,
            "prompt_level_strict_acc,none": 0.10536044362292052,
            "prompt_level_strict_acc_stderr,none": 0.01321192086172503,
            "prompt_level_loose_acc,none": 0.11460258780036968,
            "prompt_level_loose_acc_stderr,none": 0.013707853566060982,
            "inst_level_strict_acc,none": 0.19304556354916066,
            "inst_level_strict_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.3126193369206735,
            "acc_norm_stderr,none": 0.0058926272910731345,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.5508021390374331,
            "acc_norm_stderr,none": 0.0364720501817238
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.256,
            "acc_norm_stderr,none": 0.027657108718204846
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.312,
            "acc_norm_stderr,none": 0.02936106757521985
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.228,
            "acc_norm_stderr,none": 0.026587432487268498
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.456,
            "acc_norm_stderr,none": 0.031563285061213475
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.208,
            "acc_norm_stderr,none": 0.02572139890141637
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.148,
            "acc_norm_stderr,none": 0.022503547243806186
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.308,
            "acc_norm_stderr,none": 0.02925692860650181
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.252,
            "acc_norm_stderr,none": 0.027513851933031318
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.416,
            "acc_norm_stderr,none": 0.031235856237014505
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.352,
            "acc_norm_stderr,none": 0.030266288057359866
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.2945205479452055,
            "acc_norm_stderr,none": 0.03785436655751576
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.2,
            "acc_norm_stderr,none": 0.02534897002097912
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.184,
            "acc_norm_stderr,none": 0.02455581299422255
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.116,
            "acc_norm_stderr,none": 0.020293429803083823
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.398876404494382,
            "acc_norm_stderr,none": 0.036805644558509265
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.031686212526223896
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.26,
            "acc_norm_stderr,none": 0.027797315752644335
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.208,
            "acc_norm_stderr,none": 0.02572139890141637
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.148,
            "acc_norm_stderr,none": 0.022503547243806186
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.352,
            "acc_norm_stderr,none": 0.030266288057359866
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254714
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.25,
            "acc_norm_stderr,none": 0.012547200728373035,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.23232323232323232,
            "acc_norm_stderr,none": 0.030088629490217445
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.2692307692307692,
            "acc_norm_stderr,none": 0.019000027142915304
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.234375,
            "acc_norm_stderr,none": 0.020035949758324928
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.10536044362292052,
            "prompt_level_strict_acc_stderr,none": 0.013211920861725028,
            "inst_level_strict_acc,none": 0.19304556354916066,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.11460258780036968,
            "prompt_level_loose_acc_stderr,none": 0.013707853566060982,
            "inst_level_loose_acc,none": 0.2014388489208633,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.0075528700906344415,
            "exact_match_stderr,none": 0.002374052560759306,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.006514657980456026,
            "exact_match_stderr,none": 0.004599025618546258
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.008130081300813009,
            "exact_match_stderr,none": 0.008130081300813007
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.022727272727272728,
            "exact_match_stderr,none": 0.0130210469090637
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.02072538860103627,
            "exact_match_stderr,none": 0.01028141701190903
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.16148603723404256,
            "acc_stderr,none": 0.003354839707783808
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.35978835978835977,
            "acc_norm_stderr,none": 0.017098789716704026,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.496,
            "acc_norm_stderr,none": 0.0316851985511992
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.25390625,
            "acc_norm_stderr,none": 0.027256074423586178
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.332,
            "acc_norm_stderr,none": 0.029844039047465857
        }
    },
    "leaderboard": {
        "acc_norm,none": 0.3075625891814762,
        "acc_norm_stderr,none": 0.005095800018430659,
        "exact_match,none": 0.0075528700906344415,
        "exact_match_stderr,none": 0.002374052560759306,
        "inst_level_loose_acc,none": 0.2014388489208633,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.16148603723404256,
        "acc_stderr,none": 0.003354839707783808,
        "prompt_level_strict_acc,none": 0.10536044362292052,
        "prompt_level_strict_acc_stderr,none": 0.01321192086172503,
        "prompt_level_loose_acc,none": 0.11460258780036968,
        "prompt_level_loose_acc_stderr,none": 0.013707853566060982,
        "inst_level_strict_acc,none": 0.19304556354916066,
        "inst_level_strict_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.3126193369206735,
        "acc_norm_stderr,none": 0.0058926272910731345,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.5508021390374331,
        "acc_norm_stderr,none": 0.0364720501817238
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.256,
        "acc_norm_stderr,none": 0.027657108718204846
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.312,
        "acc_norm_stderr,none": 0.02936106757521985
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.228,
        "acc_norm_stderr,none": 0.026587432487268498
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.456,
        "acc_norm_stderr,none": 0.031563285061213475
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.208,
        "acc_norm_stderr,none": 0.02572139890141637
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.148,
        "acc_norm_stderr,none": 0.022503547243806186
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.308,
        "acc_norm_stderr,none": 0.02925692860650181
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.252,
        "acc_norm_stderr,none": 0.027513851933031318
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.416,
        "acc_norm_stderr,none": 0.031235856237014505
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.352,
        "acc_norm_stderr,none": 0.030266288057359866
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.2945205479452055,
        "acc_norm_stderr,none": 0.03785436655751576
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.2,
        "acc_norm_stderr,none": 0.02534897002097912
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.184,
        "acc_norm_stderr,none": 0.02455581299422255
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.116,
        "acc_norm_stderr,none": 0.020293429803083823
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.398876404494382,
        "acc_norm_stderr,none": 0.036805644558509265
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.031686212526223896
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.26,
        "acc_norm_stderr,none": 0.027797315752644335
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.208,
        "acc_norm_stderr,none": 0.02572139890141637
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.148,
        "acc_norm_stderr,none": 0.022503547243806186
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.352,
        "acc_norm_stderr,none": 0.030266288057359866
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254714
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.25,
        "acc_norm_stderr,none": 0.012547200728373035,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.23232323232323232,
        "acc_norm_stderr,none": 0.030088629490217445
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.2692307692307692,
        "acc_norm_stderr,none": 0.019000027142915304
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.234375,
        "acc_norm_stderr,none": 0.020035949758324928
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.10536044362292052,
        "prompt_level_strict_acc_stderr,none": 0.013211920861725028,
        "inst_level_strict_acc,none": 0.19304556354916066,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.11460258780036968,
        "prompt_level_loose_acc_stderr,none": 0.013707853566060982,
        "inst_level_loose_acc,none": 0.2014388489208633,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.0075528700906344415,
        "exact_match_stderr,none": 0.002374052560759306,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.006514657980456026,
        "exact_match_stderr,none": 0.004599025618546258
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.008130081300813009,
        "exact_match_stderr,none": 0.008130081300813007
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.022727272727272728,
        "exact_match_stderr,none": 0.0130210469090637
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.02072538860103627,
        "exact_match_stderr,none": 0.01028141701190903
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.16148603723404256,
        "acc_stderr,none": 0.003354839707783808
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.35978835978835977,
        "acc_norm_stderr,none": 0.017098789716704026,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.496,
        "acc_norm_stderr,none": 0.0316851985511992
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.25390625,
        "acc_norm_stderr,none": 0.027256074423586178
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.332,
        "acc_norm_stderr,none": 0.029844039047465857
    }
}

Dataset Details

Dataset Description

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Dataset Structure

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Dataset Creation

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Source Data

Data Collection and Processing

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Personal and Sensitive Information

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Bias, Risks, and Limitations

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Recommendations

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